TVM Global Trending Models 100LIVE VMS INDEX
Real-time high-fashion runway bookings, luxury campaign contract momentum, fashion week buzz, and public search velocity.
Model VMS & Industry Traction Scoring Methodology
Mathematical FrameworkMathematical Derivation & Dynamic Sub-Factor Weighting
Master Model VMS Formula (0 - 1,000 pts Scale):
Model VMS = 250 V_Social + 200 G_Search + 200 M_FashionMedia + 150 R_Runway + 150 K_Campaign + 50 D_Fandom
Where all sub-factor metrics are baseline-normalized percentile ranks (0.0 − 1.0) prior to factor weight multiplication.
1. Industry Traction Score (0 - 100 Scale):
Industry Traction = 0.50 * R_Runway + 0.50 * K_Campaign
Captures casting director preference: Fashion Month runway show volume, openers/closers, and global luxury campaigns.
2. Public Search Momentum (0 - 100 Scale):
Public Search Momentum = 0.55 * G_Search + 0.45 * V_Social
Measures mainstream breakout velocity: Google search interest and Instagram/TikTok viral backstage footprint.
| Sub-Factor | Factor Name | Weight / Points | Telemetry Signals Measured |
|---|---|---|---|
| V_Social | Social Velocity | 25% (250 pts) | Instagram, TikTok viral backstage clips, fit checks, and street style engagement |
| G_Search | Search Momentum | 20% (200 pts) | Google Trends queries, Models.com ranking queries & red carpet search spikes |
| M_FashionMedia | Fashion Press Media | 20% (200 pts) | Vogue, Harper’s Bazaar, W Magazine, Dazed, and i-D cover stories & features |
| R_Runway | Runway Bookings | 15% (150 pts) | Paris, Milan, London, and NY Fashion Week shows walked, openers, and bridal finales |
| K_Campaign | Campaign Valuation | 15% (150 pts) | Blue-chip luxury fashion & beauty global contracts (Chanel, Dior, Saint Laurent, Prada) |
| D_Fandom | Fandom Affinity | 5% (50 pts) | Direct-to-consumer loyalty, brand collabs & creator crossover appeal |
Anti-Anomaly Credibility Index (C_shield):
C_shield = 0.40 C_agency + 0.30 C_editorial + 0.20 (1 - P_bot) + 0.10 D_multi
Protects against artificial engagement bots. Models scoring C_shield < 50.0% are tagged with ⚠️ High Anomaly Risk and capped at rank #50.
| Rank | Supermodel & Category | Lifecycle State | Model VMS | Industry vs Search | Top Catalyst & Agency | Detail |
|---|---|---|---|---|---|---|
#1↑ 3 |  Bella Hadid👑 TOP TIER  United States•High-Fashion Editorial | 👑 DOMINANT | 975/1000 | Industry: 96Runway/Campaigns Search: 98Google/Social | Orebella Fragrance Launch & Runway Return Rumors IMG Models (Worldwide)•14 Shows Walked | |
#2↑ 2 |  Anok Yai👑 TOP TIER United States•Runway | 👑 DOMINANT | 964/1000 | Industry: 98Runway/Campaigns Search: 94Google/Social | Met Gala Best Dressed Accolades & Multi-Show Opener Next Management (New York / Paris)•22 Shows Walked | |
#3↑ 1 |  Vittoria Ceretti  Italy•Runway | 👑 DOMINANT | 952/1000 | Industry: 97Runway/Campaigns Search: 92Google/Social | Chanel Haute Couture Bridal Finale & Global Vogue Covers The Society Management (New York) / Elite (Milan)•24 Shows Walked | |
#4↑ 6 |  Alex Consani👑 TOP TIER United States•Emerging Talent | ⭐ BREAKOUT | 945/1000 | Industry: 92Runway/Campaigns Search: 97Google/Social | Fashion Awards Model of the Year Win & Victoria’s Secret Historic Walk IMG Models (Worldwide)•19 Shows Walked | |
#5↓ 1 |  Gigi Hadid United States•Commercial | 👑 DOMINANT | 938/1000 | Industry: 93Runway/Campaigns Search: 95Google/Social | Guest in Residence Cashmere Expansion & Victoria’s Secret Show Opening IMG Models (Worldwide)•8 Shows Walked | |
#6↑ 2 |  Kaia Gerber United States•High-Fashion Editorial | 🔥 SURGING | 928/1000 | Industry: 92Runway/Campaigns Search: 93Google/Social | Library Science Literary Book Club & Palm Royale Acting Arc DNA Models (New York) / Viva (Paris)•10 Shows Walked | |
#7↑ 4 |  Paloma Elsesser United States•High-Fashion Editorial | 🔥 SURGING | 920/1000 | Industry: 94Runway/Campaigns Search: 90Google/Social | Model of the Year Legacy & Body Inclusivity Advocacy IMG Models (Worldwide)•16 Shows Walked | |
#8↑ 5 |  Alton Mason👑 TOP TIER United States•Runway | ⭐ BREAKOUT | 914/1000 | Industry: 95Runway/Campaigns Search: 88Google/Social | Male Model of the Year Record & High-Fashion Movement Mastery IMG Models (Worldwide)•18 Shows Walked | |
#9↑ 1 | Liu Wen  China•High-Fashion Editorial | 👑 DOMINANT | 908/1000 | Industry: 94Runway/Campaigns Search: 89Google/Social | Asia Pacific Luxury Dominance & Chanel Haute Joaillerie The Society Management (New York)•15 Shows Walked | |
#10↑ 7 | Amelia Gray Hamlin👑 TOP TIER United States•Runway | ⭐ BREAKOUT | 902/1000 | Industry: 93Runway/Campaigns Search: 90Google/Social | Bleached Brow Signature Walk & Balenciaga Muse Status The Lions (New York / Paris)•20 Shows Walked | |
#11— 0 | Adut Akech Bior  South Sudan•Runway | 👑 DOMINANT | 896/1000 | Industry: 93Runway/Campaigns Search: 87Google/Social | UNHCR Refugee Goodwill Ambassador & Valentino Musings The Society Management (New York) / Elite (Paris)•16 Shows Walked | |
#12↑ 3 | Mona Tougaard  Denmark•Runway | 🔥 SURGING | 889/1000 | Industry: 94Runway/Campaigns Search: 85Google/Social | Prada, Chanel & Alaïa Triple Opener Record The Society Management (New York) / Elite (Paris)•21 Shows Walked | |
#13↑ 2 |  Sora Choi  South Korea•Runway | 🔥 SURGING | 883/1000 | Industry: 95Runway/Campaigns Search: 84Google/Social | Louis Vuitton Exclusive Contract Legacy & Met Gala Rock Elegance Ford Models (New York) / Special Management (Milan)•23 Shows Walked | |
#14↑ 4 | Jordan Barrett  Australia•High-Fashion Editorial | 🔥 SURGING | 876/1000 | Industry: 90Runway/Campaigns Search: 88Google/Social | Balmain Haute Couture & High-Society Editorial Covers IMG Models (Worldwide)•11 Shows Walked | |
#15↑ 3 | Precious Lee United States•Commercial | 🔥 SURGING | 870/1000 | Industry: 91Runway/Campaigns Search: 86Google/Social | Versace Trésor de la Mer Walk & British Vogue Cover IMG Models (Worldwide)•12 Shows Walked | |
#16— 0 |  Imaan Hammam👑 TOP TIER  Netherlands•Runway | ⭐ BREAKOUT | 860/1000 | Industry: 91Runway/Campaigns Search: 85Google/Social | Tiffany & Co. Global Face & 20+ Vogue Covers DNA Models / Viva•18 Shows Walked | |
#17↑ 4 |  Emily Ratajkowski👑 TOP TIER United States•Commercial | ⭐ BREAKOUT | 861/1000 | Industry: 88Runway/Campaigns Search: 87Google/Social | High Low Podcast, Inamorata & Tory Burch Face DNA Models•5 Shows Walked | |
#18↓ 4 |  Irina Shayk👑 TOP TIER  Russia•Commercial | ⭐ BREAKOUT | 845/1000 | Industry: 84Runway/Campaigns Search: 86Google/Social | Swarovski Brand Ambassador & Cannes Red Carpets The Lions•14 Shows Walked | |
#19↓ 2 |  Cara Delevingne👑 TOP TIER  United Kingdom•Commercial | ⭐ BREAKOUT | 831/1000 | Industry: 81Runway/Campaigns Search: 83Google/Social | L’Oréal Paris Global Ambassador & Met Gala IMG Models•4 Shows Walked | |
#20↑ 4 |  Naomi Campbell👑 TOP TIER United Kingdom•High-Fashion Editorial | ⭐ BREAKOUT | 833/1000 | Industry: 82Runway/Campaigns Search: 80Google/Social | V&A Museum NAOMI Exhibition & Boss Runway Models 1•6 Shows Walked | |
#21↓ 3 |  Gisele Bündchen  Brazil•Commercial | 🔥 SURGING | 832/1000 | Industry: 85Runway/Campaigns Search: 79Google/Social | Balmain Global Campaign & Wellness Book Nourish IMG Models•2 Shows Walked | |
#22↓ 3 |  He Cong China•Runway | 🔥 SURGING | 816/1000 | Industry: 87Runway/Campaigns Search: 80Google/Social | Guerlain Global Face & Prada Runway Consecutive Run IMG Models•21 Shows Walked | |
#23↑ 4 |  Leon Dame  Germany•Runway | 🔥 SURGING | 802/1000 | Industry: 85Runway/Campaigns Search: 82Google/Social | Maison Margiela Artisanal Theatrical Runway Stride Viva Paris•16 Shows Walked | |
#24↓ 2 |  Ashley Graham United States•Commercial | 🔥 SURGING | 805/1000 | Industry: 81Runway/Campaigns Search: 82Google/Social | Maxim World’s Sexiest Woman Honor & Revlon Ambassador IMG Models•4 Shows Walked | |
#25↓ 4 |  Lucky Blue Smith United States•Commercial | 🔥 SURGING | 804/1000 | Industry: 77Runway/Campaigns Search: 80Google/Social | Tom Ford Beauty & Moncler High Altitude Fashion IMG Models•8 Shows Walked | |
#26↑ 4 |  Lila Moss United Kingdom•High-Fashion Editorial | 🔥 SURGING | 787/1000 | Industry: 76Runway/Campaigns Search: 76Google/Social | Fendi, Coperni & YSL Beauty Brand Ambassador Kate Moss Agency•12 Shows Walked | |
#27↓ 1 |  Matty Fall Diba  Senegal•Runway | 🔥 SURGING | 774/1000 | Industry: 79Runway/Campaigns Search: 74Google/Social | Dior Homme & Saint Laurent Campaign Leader IMG Models•19 Shows Walked | |
#28↓ 5 |  Quannah Chasinghorse United States•Emerging Talent | 🔥 SURGING | 778/1000 | Industry: 82Runway/Campaigns Search: 75Google/Social | Indigenous Representation on Met Gala & Chanel Runways IMG Models•11 Shows Walked | |
#29↑ 3 |  Fei Fei Sun China•High-Fashion Editorial | 🔥 SURGING | 775/1000 | Industry: 81Runway/Campaigns Search: 77Google/Social | Valentino, Tiffany & Vogue China Legend Status The Society•8 Shows Walked | |
#30↑ 1 |  Grace Elizabeth United States•Commercial | 🔥 SURGING | 757/1000 | Industry: 77Runway/Campaigns Search: 78Google/Social | Victoria’s Secret Angel & Estée Lauder Spokesperson Next Management•12 Shows Walked | |
#31↓ 5 |  Jill Kortleve Netherlands•Runway | 📈 ACCELERATING | 746/1000 | Industry: 73Runway/Campaigns Search: 76Google/Social | Chanel & Alexander McQueen Curve Pioneer IMG / Elite Management•16 Shows Walked | |
#32↑ 2 |  Mika Schneider  France•Runway | 🔥 SURGING | 750/1000 | Industry: 72Runway/Campaigns Search: 73Google/Social | Saint Laurent & Chanel Dual Heritage Muse IMG / Elite Management•16 Shows Walked | |
#33↑ 2 |  Kit Butler United Kingdom•Commercial | 📈 ACCELERATING | 746/1000 | Industry: 74Runway/Campaigns Search: 70Google/Social | Emporio Armani & Ralph Lauren Tailoring Face IMG / Elite Management•15 Shows Walked | |
#34↓ 5 |  Devon Lee Carlson United States•Emerging Talent | 📈 ACCELERATING | 728/1000 | Industry: 77Runway/Campaigns Search: 70Google/Social | Wildflower Cases CEO & Marc Jacobs Collabs IMG / Elite Management•15 Shows Walked | |
#35↑ 1 |  Candice Swanepoel  South Africa•Commercial | 📈 ACCELERATING | 718/1000 | Industry: 77Runway/Campaigns Search: 72Google/Social | Tropic of C Eco-Swimwear & VS Runway Legend IMG / Elite Management•15 Shows Walked | |
#36↑ 3 |  Mathieu Simoneau  Canada•Emerging Talent | 📈 ACCELERATING | 722/1000 | Industry: 74Runway/Campaigns Search: 74Google/Social | TikTok Viral Runway Tutorials & Boss Campaign IMG / Elite Management•15 Shows Walked | |
#37↓ 5 |  Wisdom Kaye  Nigeria•Emerging Talent | 📈 ACCELERATING | 717/1000 | Industry: 70Runway/Campaigns Search: 73Google/Social | Vogue Best Dressed on TikTok & Met Gala Debut IMG / Elite Management•15 Shows Walked | |
#38— 0 |  Awar Odhiang Canada•Runway | 📈 ACCELERATING | 699/1000 | Industry: 67Runway/Campaigns Search: 70Google/Social | Chanel Haute Couture & Saint Laurent Opener IMG / Elite Management•15 Shows Walked | |
#39↑ 4 |  Parker van Noord Netherlands•High-Fashion Editorial | 📈 ACCELERATING | 690/1000 | Industry: 68Runway/Campaigns Search: 66Google/Social | Jacquemus & Zara Man Campaign Perennial IMG / Elite Management•15 Shows Walked | |
#40↓ 4 |  Cindy Kimberly  Spain•Commercial | 📈 ACCELERATING | 695/1000 | Industry: 71Runway/Campaigns Search: 65Google/Social | LOBA by Cindy Kimberly & SI Swimsuit Issue IMG / Elite Management•14 Shows Walked | |
#41↓ 2 |  Kiki Willems Netherlands•High-Fashion Editorial | 📈 ACCELERATING | 688/1000 | Industry: 73Runway/Campaigns Search: 67Google/Social | Saint Laurent Exclusive Muse & Marc Jacobs IMG / Elite Management•14 Shows Walked | |
#42↑ 4 |  Malik Anderson United States•Emerging Talent | 📈 ACCELERATING | 670/1000 | Industry: 71Runway/Campaigns Search: 69Google/Social | Louis Vuitton Virgil Abloh Legacy Musings IMG / Elite Management•14 Shows Walked | |
#43↓ 3 |  America Ferrera Muse Slate United States•Commercial | ⚖️ STABLE | 663/1000 | Industry: 66Runway/Campaigns Search: 69Google/Social | L’Oréal Redefining Inclusivity Campaigns IMG / Elite Management•14 Shows Walked | |
#44↓ 3 |  Akon Changkou Australia•Runway | ⚖️ STABLE | 667/1000 | Industry: 63Runway/Campaigns Search: 66Google/Social | Louis Vuitton & Chanel Campaign Face IMG / Elite Management•14 Shows Walked | |
#45↑ 4 |  Sean O’Pry United States•Commercial | ⚖️ STABLE | 659/1000 | Industry: 63Runway/Campaigns Search: 63Google/Social | All-Time Highest Earning Male Supermodel Legacy IMG / Elite Management•14 Shows Walked | |
#46↓ 2 |  Barbara Palvin  Hungary•Commercial | ⚖️ STABLE | 641/1000 | Industry: 66Runway/Campaigns Search: 61Google/Social | Armani Beauty Face & Victoria’s Secret Return IMG / Elite Management•14 Shows Walked | |
#47↓ 4 |  Jon Kortajarena Spain•Commercial | ⚖️ STABLE | 635/1000 | Industry: 68Runway/Campaigns Search: 62Google/Social | Tom Ford Signature Scent & High Cinema Acting IMG / Elite Management•13 Shows Walked | |
#48↑ 4 |  Devyn Garcia United States•Commercial | ⚖️ STABLE | 639/1000 | Industry: 67Runway/Campaigns Search: 64Google/Social | Victoria’s Secret & Ralph Lauren Curve Model IMG / Elite Management•13 Shows Walked | |
#49↓ 1 |  Hiandra Martinez  Dominican Republic•Runway | ⚖️ STABLE | 630/1000 | Industry: 63Runway/Campaigns Search: 65Google/Social | Saint Laurent & Fendi European Runway Fixture IMG / Elite Management•13 Shows Walked | |
#50↓ 5 |  Marlon Teixeira Brazil•Commercial | ⚖️ STABLE | 612/1000 | Industry: 59Runway/Campaigns Search: 63Google/Social | Jimmy Choo & Armani Code Fragrance Global Face IMG / Elite Management•13 Shows Walked |
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